current parameter status : 
sigma 2.0972 False
beta 0.97 False
phi 0.3041 False
psi 0.1689 False
delta_h1 -1.0998 True
delta_h2 3.7863 True
eta 0.0 False
tfp 0.9221 True
price 0.6041 True
risk 0.0 False
-- 
number of parameters:  10
number of free parameters:  4
current parameter status : 
sigma 2.0972 False
beta 0.97 False
phi 0.3041 False
psi 0.1689 False
delta_h1 -1.0998 True
delta_h2 3.7863 True
eta 0.0 False
tfp 0.9221 True
price 0.6041 True
risk 0.0 False
- using these moments:
mshare 0.10357350000000001 0.001533075320179462
trans_fromgood 0.9741003932232171 0.003529468368224344
trans_frombad 0.31490541932596394 0.03699727547036263
grad2 1.0297165928818917 0.02479245960059826
grad3 1.0561069195731547 0.02318462811819575
grad4 1.0901473987876726 0.021743261560458207
tfp 0.7352641707913572 0.002802069515199448
f =  438.35080088243797 , pars =  [-1.0998449   3.78628955  0.92211051  0.60405877]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.08937407133248337
trans_fromgood 0.9741003932232171 0.9773204024684408
trans_frombad 0.31490541932596394 0.6372281690062988
grad2 1.0297165928818917 1.0397195565895425
grad3 1.0561069195731547 1.04647868865492
grad4 1.0901473987876726 1.048172516171074
tfp 0.7352641707913572 0.7814576012337614
f =  197.51195453872967 , pars =  [-0.9998449   3.78628955  0.92211051  0.60405877]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.08915062333154851
trans_fromgood 0.9741003932232171 0.9773204024684404
trans_frombad 0.31490541932596394 0.6198518404047543
grad2 1.0297165928818917 1.0450199539810203
grad3 1.0561069195731547 1.0521342748972617
grad4 1.0901473987876726 1.0536975795662702
tfp 0.7352641707913572 0.7523119499311847
f =  221.27029845447905 , pars =  [-1.0998449   3.88628955  0.92211051  0.60405877]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.08473412228232446
trans_fromgood 0.9741003932232171 0.9794786515274518
trans_frombad 0.31490541932596394 0.5910851375642214
grad2 1.0297165928818917 1.047145102867155
grad3 1.0561069195731547 1.054943137815597
grad4 1.0901473987876726 1.05644038787717
tfp 0.7352641707913572 0.7438157677690124
f =  2476.1146923901915 , pars =  [-1.0998449   3.78628955  1.02211051  0.60405877]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.08416610449618345
trans_fromgood 0.9741003932232171 0.9773223575817328
trans_frombad 0.31490541932596394 0.6155168489083493
grad2 1.0297165928818917 1.0520095008902934
grad3 1.0561069195731547 1.0585090862515056
grad4 1.0901473987876726 1.0597957269840785
tfp 0.7352641707913572 0.8680669135728107
f =  62.31674388038823 , pars =  [-1.0998449   3.78628955  0.92211051  0.70405877]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.11336309526847384
trans_fromgood 0.9741003932232171 0.977320402468441
trans_frombad 0.31490541932596394 0.4408171058983012
grad2 1.0297165928818917 1.0701490885079636
grad3 1.0561069195731547 1.1006980612142938
grad4 1.0901473987876726 1.1055392983797752
tfp 0.7352641707913572 0.7310456652617036
f =  306.35478477759784 , pars =  [-1.1998449   3.78628955  0.92211051  0.60405877]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.09570521531055838
trans_fromgood 0.9741003932232171 0.9773204024684399
trans_frombad 0.31490541932596394 0.5297741426742878
grad2 1.0297165928818917 1.0461919311873562
grad3 1.0561069195731547 1.0666135914226835
grad4 1.0901473987876726 1.0700297345631635
tfp 0.7352641707913572 0.7790293304802342
f =  55.03391917211535 , pars =  [-1.0998449   3.68628955  0.92211051  0.60405877]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10941532654399978
trans_fromgood 0.9741003932232171 0.974935168374459
trans_frombad 0.31490541932596394 0.496486032505263
grad2 1.0297165928818917 1.0609234971603683
grad3 1.0561069195731547 1.0873902008879273
grad4 1.0901473987876726 1.0913550834601473
tfp 0.7352641707913572 0.725176016334621
f =  1542.2349181968832 , pars =  [-1.0998449   3.78628955  0.82211051  0.60405877]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.11241506463526342
trans_fromgood 0.9741003932232171 0.9773204024684398
trans_frombad 0.31490541932596394 0.41978237112120564
grad2 1.0297165928818917 1.0736829185325698
grad3 1.0561069195731547 1.1077550665645022
grad4 1.0901473987876726 1.1133155671423953
tfp 0.7352641707913572 0.6270715011812008
f =  291.30110973823554 , pars =  [-1.0998449   3.78628955  0.92211051  0.50405877]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.0810018817351274
trans_fromgood 0.9741003932232171 0.9773204024684398
trans_frombad 0.31490541932596394 0.6200665418746025
grad2 1.0297165928818917 1.04840183706661
grad3 1.0561069195731547 1.0551067618173449
grad4 1.0901473987876726 1.0564487889864187
tfp 0.7352641707913572 0.73066468637935
f =  178.75771478269218 , pars =  [-1.0924531   3.58844216  0.91153302  0.62016364]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.12133867063810334
trans_fromgood 0.9741003932232171 0.9723586422270015
trans_frombad 0.31490541932596394 0.5031579340777222
grad2 1.0297165928818917 1.0641384198397104
grad3 1.0561069195731547 1.0924320015508717
grad4 1.0901473987876726 1.0968454829954652
tfp 0.7352641707913572 0.7248300388986829
f =  81.10957461457944 , pars =  [-1.11497345  3.6631126   0.91260863  0.56351657]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10042716577194337
trans_fromgood 0.9741003932232171 0.9743474576463521
trans_frombad 0.31490541932596394 0.6260519094349434
grad2 1.0297165928818917 1.0500053858695337
grad3 1.0561069195731547 1.057758430351012
grad4 1.0901473987876726 1.0594397895410845
tfp 0.7352641707913572 0.7300252765046975
f =  70.51567489741933 , pars =  [-1.08793742  3.68769869  0.92112729  0.60066619]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10336074794118325
trans_fromgood 0.9741003932232171 0.9749704634381684
trans_frombad 0.31490541932596394 0.6059457010093204
grad2 1.0297165928818917 1.0522237137194974
grad3 1.0561069195731547 1.0607810203974761
grad4 1.0901473987876726 1.0628263709871366
tfp 0.7352641707913572 0.7283380916726827
f =  67.91538339706757 , pars =  [-1.10845703  3.67939131  0.91622464  0.62570599]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.1094140839689697
trans_fromgood 0.9741003932232171 0.9747616674068523
trans_frombad 0.31490541932596394 0.5188017947900654
grad2 1.0297165928818917 1.0543701879740397
grad3 1.0561069195731547 1.0783780280538469
grad4 1.0901473987876726 1.082092610265188
tfp 0.7352641707913572 0.7480880685706293
f =  65.04361879967595 , pars =  [-1.09823265  3.69064398  0.92985994  0.60834665]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10338585354651487
trans_fromgood 0.9741003932232171 0.9750440742161008
trans_frombad 0.31490541932596394 0.601619633071417
grad2 1.0297165928818917 1.0528293225392265
grad3 1.0561069195731547 1.0614745430068107
grad4 1.0901473987876726 1.0637412823505727
tfp 0.7352641707913572 0.7396974829634293
f =  77.3500994411058 , pars =  [-1.10692499  3.68048658  0.92529613  0.60159917]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10303075039408158
trans_fromgood 0.9741003932232171 0.9747892950529575
trans_frombad 0.31490541932596394 0.613616304312197
grad2 1.0297165928818917 1.0504697908268348
grad3 1.0561069195731547 1.0588606026599396
grad4 1.0901473987876726 1.0608928381085732
tfp 0.7352641707913572 0.7438890723256878
f =  56.63341674268514 , pars =  [-1.10076095  3.69371612  0.91548831  0.60445036]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.1088993768036048
trans_fromgood 0.9741003932232171 0.9751206246888672
trans_frombad 0.31490541932596394 0.4963590461147509
grad2 1.0297165928818917 1.058805908611129
grad3 1.0561069195731547 1.0849461170640635
grad4 1.0901473987876726 1.0892835277138428
tfp 0.7352641707913572 0.7235417557837536
f =  45.03962559971555 , pars =  [-1.09767304  3.69001244  0.92132184  0.61304772]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10931956528964568
trans_fromgood 0.9741003932232171 0.9750283086847519
trans_frombad 0.31490541932596394 0.504831581550662
grad2 1.0297165928818917 1.0581025106049673
grad3 1.0561069195731547 1.0833552028057158
grad4 1.0901473987876726 1.0872136130114163
tfp 0.7352641707913572 0.7314435296562403
f =  55.35097369698139 , pars =  [-1.09325011  3.69283372  0.92352547  0.63222119]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10907239308006546
trans_fromgood 0.9741003932232171 0.9750986615526372
trans_frombad 0.31490541932596394 0.5022936091167286
grad2 1.0297165928818917 1.0584160831400975
grad3 1.0561069195731547 1.0839328768679426
grad4 1.0901473987876726 1.0878560875284227
tfp 0.7352641707913572 0.7457337889185075
f =  45.86866888875618 , pars =  [-1.09475906  3.68047162  0.9208096   0.61351571]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10883876740211561
trans_fromgood 0.9741003932232171 0.9747889180329107
trans_frombad 0.31490541932596394 0.5120861484608533
grad2 1.0297165928818917 1.0566658311242958
grad3 1.0561069195731547 1.0813922218712895
grad4 1.0901473987876726 1.085164026219069
tfp 0.7352641707913572 0.7402821636107081
f =  104.06578374185338 , pars =  [-1.09496588  3.68283633  0.91992926  0.61931154]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.1063384994782038
trans_fromgood 0.9741003932232171 0.9748484644830978
trans_frombad 0.31490541932596394 0.5256367456888211
grad2 1.0297165928818917 1.052844620843684
grad3 1.0561069195731547 1.0760098039853625
grad4 1.0901473987876726 1.0795912362885596
tfp 0.7352641707913572 0.7581113167206311
f =  165.51893746965524 , pars =  [-1.10611489  3.68827864  0.9205815   0.61806578]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.1048169708550958
trans_fromgood 0.9741003932232171 0.9749849750646671
trans_frombad 0.31490541932596394 0.5344827991562691
grad2 1.0297165928818917 1.0505041630832017
grad3 1.0561069195731547 1.0725528878321267
grad4 1.0901473987876726 1.0759780394687555
tfp 0.7352641707913572 0.7669589861827524
f =  38.94486942341202 , pars =  [-1.09358391  3.69821404  0.92340131  0.61646657]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10772078484716165
trans_fromgood 0.9741003932232171 0.9752322789024108
trans_frombad 0.31490541932596394 0.5050116423157698
grad2 1.0297165928818917 1.0576490524929125
grad3 1.0561069195731547 1.082698642524561
grad4 1.0901473987876726 1.0865245259142147
tfp 0.7352641707913572 0.7397019603090729
f =  209.89740605868369 , pars =  [-1.09278005  3.69650693  0.93032105  0.62343484]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.104578395642854
trans_fromgood 0.9741003932232171 0.9751899614875543
trans_frombad 0.31490541932596394 0.5310609379792118
grad2 1.0297165928818917 1.0511226215460634
grad3 1.0561069195731547 1.0733487970813131
grad4 1.0901473987876726 1.0767780957329278
tfp 0.7352641707913572 0.772179391047612
f =  79.93109851421012 , pars =  [-1.09419344  3.6995213   0.91879776  0.61778071]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.1049374699300206
trans_fromgood 0.9741003932232171 0.9752646356258146
trans_frombad 0.31490541932596394 0.5260560546661328
grad2 1.0297165928818917 1.051934945696533
grad3 1.0561069195731547 1.0745735106486913
grad4 1.0901473987876726 1.0780794545550347
tfp 0.7352641707913572 0.754001003537073
f =  43.615373825339766 , pars =  [-1.09239509  3.69815518  0.92328484  0.61610302]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10907820844815909
trans_fromgood 0.9741003932232171 0.9752308210984293
trans_frombad 0.31490541932596394 0.4967168625760192
grad2 1.0297165928818917 1.0599158352704408
grad3 1.0561069195731547 1.0860202937690289
grad4 1.0901473987876726 1.0899597989430148
tfp 0.7352641707913572 0.7301566574173077
f =  36.32867703484001 , pars =  [-1.09465879  3.69816984  0.92345602  0.61421054]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10800496220032497
trans_fromgood 0.9741003932232171 0.9752311840835312
trans_frombad 0.31490541932596394 0.5006798809670978
grad2 1.0297165928818917 1.0571930218036345
grad3 1.0561069195731547 1.0827728912664056
grad4 1.0901473987876726 1.08703240241589
tfp 0.7352641707913572 0.7360837298013357
f =  40.29573504935242 , pars =  [-1.09427522  3.69732968  0.92311073  0.61404391]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10854161661154403
trans_fromgood 0.9741003932232171 0.975210365509852
trans_frombad 0.31490541932596394 0.5032798742649459
grad2 1.0297165928818917 1.0582015474408997
grad3 1.0561069195731547 1.0834827023671048
grad4 1.0901473987876726 1.0873162136786831
tfp 0.7352641707913572 0.732406853910529
f =  41.41470739161354 , pars =  [-1.09553529  3.69827872  0.92360626  0.61376632]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.1070343348777479
trans_fromgood 0.9741003932232171 0.975233880869208
trans_frombad 0.31490541932596394 0.5087624264544749
grad2 1.0297165928818917 1.0566657701944842
grad3 1.0561069195731547 1.081320362139995
grad4 1.0901473987876726 1.0850685058135272
tfp 0.7352641707913572 0.7423204885688816
f =  39.9668628347862 , pars =  [-1.09459231  3.69778706  0.92435441  0.6140057 ]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.1072807477442533
trans_fromgood 0.9741003932232171 0.9752217011748914
trans_frombad 0.31490541932596394 0.5078119749273747
grad2 1.0297165928818917 1.0567592018244232
grad3 1.0561069195731547 1.0815817446013076
grad4 1.0901473987876726 1.0853529615363462
tfp 0.7352641707913572 0.741132535605707
f =  45.97088779453881 , pars =  [-1.0941881   3.69902992  0.92356892  0.61404943]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10897279297286684
trans_fromgood 0.9741003932232171 0.9752524781829051
trans_frombad 0.31490541932596394 0.49877820511605825
grad2 1.0297165928818917 1.0591082970395675
grad3 1.0561069195731547 1.084967234738268
grad4 1.0901473987876726 1.0888751410478834
tfp 0.7352641707913572 0.7285144636482368
f =  36.59412072126123 , pars =  [-1.09439889  3.69826049  0.92334363  0.61325577]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10727491082605263
trans_fromgood 0.9741003932232171 0.9752334293566233
trans_frombad 0.31490541932596394 0.501974035930904
grad2 1.0297165928818917 1.057469673873988
grad3 1.0561069195731547 1.082893812106816
grad4 1.0901473987876726 1.0870065515277898
tfp 0.7352641707913572 0.7396831526482565
f =  40.044509111221124 , pars =  [-1.09479145  3.69800288  0.92290261  0.61374552]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10845859547243358
trans_fromgood 0.9741003932232171 0.9752270482228256
trans_frombad 0.31490541932596394 0.5031489843980675
grad2 1.0297165928818917 1.058161842249152
grad3 1.0561069195731547 1.083404411655679
grad4 1.0901473987876726 1.0872528090976208
tfp 0.7352641707913572 0.7322196536025074
f =  38.951962781441786 , pars =  [-1.09366715  3.69815606  0.92338379  0.6143165 ]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10831827361050654
trans_fromgood 0.9741003932232171 0.9752308426877624
trans_frombad 0.31490541932596394 0.5024009326859972
grad2 1.0297165928818917 1.0580288932995252
grad3 1.0561069195731547 1.083237111520781
grad4 1.0901473987876726 1.087080931140356
tfp 0.7352641707913572 0.732613839231873
f =  39.512884533447235 , pars =  [-1.09474371  3.69788507  0.92339976  0.61516371]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10767319417358741
trans_fromgood 0.9741003932232171 0.9752241295560442
trans_frombad 0.31490541932596394 0.5084374304159224
grad2 1.0297165928818917 1.056484090536282
grad3 1.0561069195731547 1.081213156016171
grad4 1.0901473987876726 1.0850049950152332
tfp 0.7352641707913572 0.7396972615863983
f =  36.25582697996395 , pars =  [-1.09445141  3.6979404   0.923597    0.61384384]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10786010911116982
trans_fromgood 0.9741003932232171 0.9752255003682264
trans_frombad 0.31490541932596394 0.498944205422578
grad2 1.0297165928818917 1.057870101585038
grad3 1.0561069195731547 1.0835794942172712
grad4 1.0901473987876726 1.0878792320251158
tfp 0.7352641707913572 0.7379033118471819
f =  38.96889655397318 , pars =  [-1.09443832  3.69804864  0.92362776  0.61383116]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10729534526816734
trans_fromgood 0.9741003932232171 0.9752281818591565
trans_frombad 0.31490541932596394 0.5066119523047081
grad2 1.0297165928818917 1.0572591226537496
grad3 1.0561069195731547 1.0821658866656003
grad4 1.0901473987876726 1.0859446931889452
tfp 0.7352641707913572 0.7405724867935661
f =  42.33017639834821 , pars =  [-1.09456178  3.6977209   0.92361945  0.61388428]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10707370915724808
trans_fromgood 0.9741003932232171 0.9752200618429825
trans_frombad 0.31490541932596394 0.51122117439443
grad2 1.0297165928818917 1.0557875362169589
grad3 1.0561069195731547 1.0801967860993658
grad4 1.0901473987876726 1.0839420281289722
tfp 0.7352641707913572 0.7424595508157497
f =  41.856932486725825 , pars =  [-1.0943683   3.6979501   0.92357814  0.61389525]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.1070169287834252
trans_fromgood 0.9741003932232171 0.9752257409051691
trans_frombad 0.31490541932596394 0.509789324320517
grad2 1.0297165928818917 1.0562985568998824
grad3 1.0561069195731547 1.0808476860223761
grad4 1.0901473987876726 1.0846032899705667
tfp 0.7352641707913572 0.7424684006401011
f =  41.30667228312626 , pars =  [-1.09448984  3.6979305   0.9235904   0.61375229]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10696442712425998
trans_fromgood 0.9741003932232171 0.9752252551602073
trans_frombad 0.31490541932596394 0.5080747819355553
grad2 1.0297165928818917 1.0568985354350824
grad3 1.0561069195731547 1.0816090196690369
grad4 1.0901473987876726 1.0853800015635573
tfp 0.7352641707913572 0.7424585114395986
f =  42.24515840789597 , pars =  [-1.09443366  3.69791766  0.92369254  0.61383735]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10704507926160442
trans_fromgood 0.9741003932232171 0.9752249371871005
trans_frombad 0.31490541932596394 0.5104742562861437
grad2 1.0297165928818917 1.0560823333823284
grad3 1.0561069195731547 1.0805712631284914
grad4 1.0901473987876726 1.0843033112105176
tfp 0.7352641707913572 0.7425479963463641
f =  41.844605033354526 , pars =  [-1.09452344  3.69794843  0.92358784  0.61391213]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10693944029612419
trans_fromgood 0.9741003932232171 0.9752256994409607
trans_frombad 0.31490541932596394 0.5084730333387164
grad2 1.0297165928818917 1.0568235045660883
grad3 1.0561069195731547 1.081509051737264
grad4 1.0901473987876726 1.0852549844217714
tfp 0.7352641707913572 0.742731994126168
f =  37.948488206120246 , pars =  [-1.09447943  3.69795024  0.92350214  0.61383295]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10717954313483517
trans_fromgood 0.9741003932232171 0.9752257441619968
trans_frombad 0.31490541932596394 0.5042507636059529
grad2 1.0297165928818917 1.0579522407940076
grad3 1.0561069195731547 1.0831280121569917
grad4 1.0901473987876726 1.0869545416935273
tfp 0.7352641707913572 0.740465121138065
f =  41.82824876595578 , pars =  [-1.09439639  3.69787828  0.92357346  0.61379324]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10705438057247661
trans_fromgood 0.9741003932232171 0.9752239613371282
trans_frombad 0.31490541932596394 0.5092847280456967
grad2 1.0297165928818917 1.0565943066501058
grad3 1.0561069195731547 1.0811744126267357
grad4 1.0901473987876726 1.0849109138916142
tfp 0.7352641707913572 0.7424442832617875
f =  38.99161703729575 , pars =  [-1.09448947  3.6978501   0.92359735  0.6138638 ]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10727848318683778
trans_fromgood 0.9741003932232171 0.9752232632897178
trans_frombad 0.31490541932596394 0.507731699290596
grad2 1.0297165928818917 1.0567338345336028
grad3 1.0561069195731547 1.0815592185021556
grad4 1.0901473987876726 1.0853547226903755
tfp 0.7352641707913572 0.7404647967032163
f =  41.95332226568479 , pars =  [-1.09444316  3.69802083  0.92354023  0.61382838]
- current state of moments (data, sim):
mshare 0.10357350000000001 0.10703799571635579
trans_fromgood 0.9741003932232171 0.9752274929794207
trans_frombad 0.31490541932596394 0.5103080590611943
grad2 1.0297165928818917 1.056079033402109
grad3 1.0561069195731547 1.080548805121257
grad4 1.0901473987876726 1.0842999572886238
tfp 0.7352641707913572 0.7424275205732429
estimation did converge, now computing standard errors...
             value   free        se
name                               
sigma     2.097183  False       NaN
beta      0.970000  False       NaN
phi       0.304140  False       NaN
psi       0.168902  False       NaN
delta_h1 -1.094451   True  0.013477
delta_h2  3.697940   True  0.023388
eta       0.000000  False       NaN
tfp       0.923597   True  0.026280
price     0.614844   True  0.004504
risk      0.000000  False       NaN
